Overview
Brought to you by YData
Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 60 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.4 KiB |
| Average record size in memory | 161.1 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 12 |
Agility is highly overall correlated with Durability and 5 other fields | High correlation |
Analytical Aptitude is highly overall correlated with Hand-eye coordination and 2 other fields | High correlation |
Durability is highly overall correlated with Agility and 5 other fields | High correlation |
Endurance is highly overall correlated with Durability and 3 other fields | High correlation |
Flexibility is highly overall correlated with Agility and 2 other fields | High correlation |
Hand-eye coordination is highly overall correlated with Agility and 1 other fields | High correlation |
Nerve is highly overall correlated with Durability and 2 other fields | High correlation |
Power is highly overall correlated with Rank and 3 other fields | High correlation |
Rank is highly overall correlated with Agility and 9 other fields | High correlation |
Speed is highly overall correlated with Agility and 4 other fields | High correlation |
Strength is highly overall correlated with Durability and 3 other fields | High correlation |
Total is highly overall correlated with Agility and 9 other fields | High correlation |
Rank is uniformly distributed | Uniform |
SPORT has unique values | Unique |
Reproduction
| Analysis started | 2025-11-23 15:42:41.837584 |
|---|---|
| Analysis finished | 2025-11-23 15:42:49.810890 |
| Duration | 7.97 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
SPORT
Text
Unique
| Distinct | 60 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.8 KiB |
Length
| Max length | 35 |
|---|---|
| Median length | 26 |
| Mean length | 13.933333 |
| Min length | 4 |
Unique
| Unique | 60 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Boxing |
|---|---|
| 2nd row | Ice Hockey |
| 3rd row | Football |
| 4th row | Basketball |
| 5th row | Wrestling |
| Value | Count | Frequency (%) |
| field | 8 | 6.9% |
| and | 7 | 6.0% |
| track | 7 | 6.0% |
| distance | 4 | 3.4% |
| skiing | 4 | 3.4% |
| sprints | 3 | 2.6% |
| skating | 3 | 2.6% |
| rodeo | 3 | 2.6% |
| strokes | 2 | 1.7% |
| all | 2 | 1.7% |
| Other values (66) | 73 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 73 | 8.7% |
| e | 61 | 7.3% |
| n | 59 | 7.1% |
| a | 58 | 6.9% |
| 56 | 6.7% | |
| l | 53 | 6.3% |
| g | 38 | 4.5% |
| r | 37 | 4.4% |
| o | 36 | 4.3% |
| t | 34 | 4.1% |
| Other values (42) | 331 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 836 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 73 | 8.7% |
| e | 61 | 7.3% |
| n | 59 | 7.1% |
| a | 58 | 6.9% |
| 56 | 6.7% | |
| l | 53 | 6.3% |
| g | 38 | 4.5% |
| r | 37 | 4.4% |
| o | 36 | 4.3% |
| t | 34 | 4.1% |
| Other values (42) | 331 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 836 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 73 | 8.7% |
| e | 61 | 7.3% |
| n | 59 | 7.1% |
| a | 58 | 6.9% |
| 56 | 6.7% | |
| l | 53 | 6.3% |
| g | 38 | 4.5% |
| r | 37 | 4.4% |
| o | 36 | 4.3% |
| t | 34 | 4.1% |
| Other values (42) | 331 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 836 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 73 | 8.7% |
| e | 61 | 7.3% |
| n | 59 | 7.1% |
| a | 58 | 6.9% |
| 56 | 6.7% | |
| l | 53 | 6.3% |
| g | 38 | 4.5% |
| r | 37 | 4.4% |
| o | 36 | 4.3% |
| t | 34 | 4.1% |
| Other values (42) | 331 |
Endurance
Real number (ℝ)
High correlation
| Distinct | 36 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.0776667 |
| Minimum | 1 |
|---|---|
| Maximum | 9.63 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 612.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2.25 |
| Q1 | 3.5 |
| median | 4.63 |
| Q3 | 6.66 |
| 95-th percentile | 9.0125 |
| Maximum | 9.63 |
| Range | 8.63 |
| Interquartile range (IQR) | 3.16 |
Descriptive statistics
| Standard deviation | 2.0942167 |
|---|---|
| Coefficient of variation (CV) | 0.41243682 |
| Kurtosis | -0.49086104 |
| Mean | 5.0776667 |
| Median Absolute Deviation (MAD) | 1.38 |
| Skewness | 0.44452444 |
| Sum | 304.66 |
| Variance | 4.3857436 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) |
| 4.13 | 4 | 6.7% |
| 3.5 | 4 | 6.7% |
| 4.63 | 4 | 6.7% |
| 6.75 | 3 | 5.0% |
| 3.25 | 3 | 5.0% |
| 2.25 | 3 | 5.0% |
| 4 | 3 | 5.0% |
| 7.25 | 2 | 3.3% |
| 2.88 | 2 | 3.3% |
| 9.63 | 2 | 3.3% |
| Other values (26) | 30 |
| Value | Count | Frequency (%) |
| 1 | 1 | 1.7% |
| 1.38 | 1 | 1.7% |
| 2.25 | 3 | |
| 2.88 | 2 | |
| 3 | 1 | 1.7% |
| 3.13 | 1 | 1.7% |
| 3.25 | 3 | |
| 3.38 | 2 | |
| 3.5 | 4 | |
| 3.63 | 1 | 1.7% |
| Value | Count | Frequency (%) |
| 9.63 | 2 | |
| 9.25 | 1 | |
| 9 | 1 | |
| 8.63 | 1 | |
| 8.13 | 1 | |
| 7.88 | 1 | |
| 7.75 | 1 | |
| 7.63 | 1 | |
| 7.38 | 1 | |
| 7.25 | 2 |
Strength
Real number (ℝ)
High correlation
| Distinct | 36 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.169 |
| Minimum | 1 |
|---|---|
| Maximum | 9.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 612.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2.5 |
| Q1 | 3.88 |
| median | 5.19 |
| Q3 | 6.13 |
| 95-th percentile | 8.1425 |
| Maximum | 9.25 |
| Range | 8.25 |
| Interquartile range (IQR) | 2.25 |
Descriptive statistics
| Standard deviation | 1.7153571 |
|---|---|
| Coefficient of variation (CV) | 0.33185472 |
| Kurtosis | 0.061822547 |
| Mean | 5.169 |
| Median Absolute Deviation (MAD) | 1.125 |
| Skewness | 0.066523029 |
| Sum | 310.14 |
| Variance | 2.9424498 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) |
| 5.25 | 6 | 10.0% |
| 5.13 | 6 | 10.0% |
| 4.5 | 4 | 6.7% |
| 3.88 | 3 | 5.0% |
| 3.75 | 3 | 5.0% |
| 2.5 | 2 | 3.3% |
| 5.38 | 2 | 3.3% |
| 3.25 | 2 | 3.3% |
| 5 | 2 | 3.3% |
| 7 | 2 | 3.3% |
| Other values (26) | 28 |
| Value | Count | Frequency (%) |
| 1 | 1 | 1.7% |
| 1.63 | 1 | 1.7% |
| 2.5 | 2 | |
| 2.63 | 1 | 1.7% |
| 2.75 | 1 | 1.7% |
| 3.25 | 2 | |
| 3.38 | 1 | 1.7% |
| 3.5 | 1 | 1.7% |
| 3.63 | 1 | 1.7% |
| 3.75 | 3 |
| Value | Count | Frequency (%) |
| 9.25 | 1 | |
| 8.63 | 1 | |
| 8.38 | 1 | |
| 8.13 | 1 | |
| 7.88 | 1 | |
| 7.75 | 1 | |
| 7.25 | 1 | |
| 7.13 | 1 | |
| 7 | 2 | |
| 6.88 | 1 |
Power
Real number (ℝ)
High correlation
| Distinct | 39 |
|---|---|
| Distinct (%) | 65.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.5091667 |
| Minimum | 1.25 |
|---|---|
| Maximum | 9.75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 612.0 B |
Quantile statistics
| Minimum | 1.25 |
|---|---|
| 5-th percentile | 1.75 |
| Q1 | 4.0975 |
| median | 5.69 |
| Q3 | 7.13 |
| 95-th percentile | 8.155 |
| Maximum | 9.75 |
| Range | 8.5 |
| Interquartile range (IQR) | 3.0325 |
Descriptive statistics
| Standard deviation | 1.9803974 |
|---|---|
| Coefficient of variation (CV) | 0.35947313 |
| Kurtosis | -0.48874043 |
| Mean | 5.5091667 |
| Median Absolute Deviation (MAD) | 1.44 |
| Skewness | -0.23920537 |
| Sum | 330.55 |
| Variance | 3.9219739 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 7.13 | 4 | 6.7% |
| 6.63 | 3 | 5.0% |
| 7.88 | 3 | 5.0% |
| 4.63 | 3 | 5.0% |
| 4 | 3 | 5.0% |
| 6.5 | 2 | 3.3% |
| 7.25 | 2 | 3.3% |
| 1.75 | 2 | 3.3% |
| 3.38 | 2 | 3.3% |
| 3.75 | 2 | 3.3% |
| Other values (29) | 34 |
| Value | Count | Frequency (%) |
| 1.25 | 1 | 1.7% |
| 1.38 | 1 | 1.7% |
| 1.75 | 2 | |
| 2.5 | 1 | 1.7% |
| 2.63 | 1 | 1.7% |
| 2.88 | 1 | 1.7% |
| 3.13 | 1 | 1.7% |
| 3.38 | 2 | |
| 3.75 | 2 | |
| 4 | 3 |
| Value | Count | Frequency (%) |
| 9.75 | 1 | 1.7% |
| 9.13 | 1 | 1.7% |
| 8.63 | 1 | 1.7% |
| 8.13 | 1 | 1.7% |
| 7.88 | 3 | |
| 7.75 | 1 | 1.7% |
| 7.63 | 1 | 1.7% |
| 7.38 | 1 | 1.7% |
| 7.25 | 2 | |
| 7.13 | 4 |
Speed
Real number (ℝ)
High correlation
| Distinct | 39 |
|---|---|
| Distinct (%) | 65.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.815 |
| Minimum | 0.63 |
|---|---|
| Maximum | 9.88 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 612.0 B |
Quantile statistics
| Minimum | 0.63 |
|---|---|
| 5-th percentile | 0.994 |
| Q1 | 3 |
| median | 5.13 |
| Q3 | 6.41 |
| 95-th percentile | 7.7565 |
| Maximum | 9.88 |
| Range | 9.25 |
| Interquartile range (IQR) | 3.41 |
Descriptive statistics
| Standard deviation | 2.2664035 |
|---|---|
| Coefficient of variation (CV) | 0.47069647 |
| Kurtosis | -0.67369252 |
| Mean | 4.815 |
| Median Absolute Deviation (MAD) | 1.62 |
| Skewness | -0.2453893 |
| Sum | 288.9 |
| Variance | 5.1365847 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 5.13 | 7 | 11.7% |
| 6.75 | 3 | 5.0% |
| 3 | 3 | 5.0% |
| 5.5 | 3 | 5.0% |
| 7.75 | 2 | 3.3% |
| 7.25 | 2 | 3.3% |
| 6.38 | 2 | 3.3% |
| 4.25 | 2 | 3.3% |
| 5 | 2 | 3.3% |
| 6.13 | 2 | 3.3% |
| Other values (29) | 32 |
| Value | Count | Frequency (%) |
| 0.63 | 1 | |
| 0.75 | 1 | |
| 0.88 | 1 | |
| 1 | 1 | |
| 1.13 | 1 | |
| 1.25 | 1 | |
| 1.38 | 1 | |
| 1.5 | 1 | |
| 1.63 | 2 | |
| 1.75 | 1 |
| Value | Count | Frequency (%) |
| 9.88 | 1 | 1.7% |
| 8.88 | 1 | 1.7% |
| 7.88 | 1 | 1.7% |
| 7.75 | 2 | |
| 7.5 | 1 | 1.7% |
| 7.38 | 1 | 1.7% |
| 7.25 | 2 | |
| 7.13 | 1 | 1.7% |
| 7 | 1 | 1.7% |
| 6.75 | 3 |
Agility
Real number (ℝ)
High correlation
| Distinct | 39 |
|---|---|
| Distinct (%) | 65.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.765 |
| Minimum | 1 |
|---|---|
| Maximum | 8.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 612.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.6235 |
| Q1 | 3.4375 |
| median | 4.755 |
| Q3 | 6.38 |
| 95-th percentile | 7.636 |
| Maximum | 8.25 |
| Range | 7.25 |
| Interquartile range (IQR) | 2.9425 |
Descriptive statistics
| Standard deviation | 1.927273 |
|---|---|
| Coefficient of variation (CV) | 0.40446444 |
| Kurtosis | -1.0057379 |
| Mean | 4.765 |
| Median Absolute Deviation (MAD) | 1.565 |
| Skewness | -0.15171284 |
| Sum | 285.9 |
| Variance | 3.7143814 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 4 | 6 | 10.0% |
| 6.38 | 4 | 6.7% |
| 6 | 3 | 5.0% |
| 3.63 | 3 | 5.0% |
| 6.63 | 3 | 5.0% |
| 6.13 | 3 | 5.0% |
| 2.5 | 3 | 5.0% |
| 2.75 | 2 | 3.3% |
| 5.63 | 2 | 3.3% |
| 4.13 | 2 | 3.3% |
| Other values (29) | 29 |
| Value | Count | Frequency (%) |
| 1 | 1 | 1.7% |
| 1.13 | 1 | 1.7% |
| 1.5 | 1 | 1.7% |
| 1.63 | 1 | 1.7% |
| 1.75 | 1 | 1.7% |
| 1.88 | 1 | 1.7% |
| 2.25 | 1 | 1.7% |
| 2.5 | 3 | |
| 2.75 | 2 | |
| 2.88 | 1 | 1.7% |
| Value | Count | Frequency (%) |
| 8.25 | 1 | 1.7% |
| 8.13 | 1 | 1.7% |
| 7.75 | 1 | 1.7% |
| 7.63 | 1 | 1.7% |
| 7.38 | 1 | 1.7% |
| 7.25 | 1 | 1.7% |
| 7 | 1 | 1.7% |
| 6.88 | 1 | 1.7% |
| 6.75 | 1 | 1.7% |
| 6.63 | 3 |
Flexibility
Real number (ℝ)
High correlation
| Distinct | 33 |
|---|---|
| Distinct (%) | 55.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.7231667 |
| Minimum | 1.13 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 612.0 B |
Quantile statistics
| Minimum | 1.13 |
|---|---|
| 5-th percentile | 2.3485 |
| Q1 | 3.8475 |
| median | 4.75 |
| Q3 | 5.5325 |
| 95-th percentile | 7.5375 |
| Maximum | 10 |
| Range | 8.87 |
| Interquartile range (IQR) | 1.685 |
Descriptive statistics
| Standard deviation | 1.7043688 |
|---|---|
| Coefficient of variation (CV) | 0.36085298 |
| Kurtosis | 0.89492905 |
| Mean | 4.7231667 |
| Median Absolute Deviation (MAD) | 0.875 |
| Skewness | 0.55956217 |
| Sum | 283.39 |
| Variance | 2.9048729 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) |
| 5.63 | 4 | 6.7% |
| 2.63 | 4 | 6.7% |
| 4.75 | 4 | 6.7% |
| 4.38 | 3 | 5.0% |
| 5 | 3 | 5.0% |
| 5.13 | 3 | 5.0% |
| 5.5 | 3 | 5.0% |
| 4.25 | 3 | 5.0% |
| 4 | 3 | 5.0% |
| 7.5 | 2 | 3.3% |
| Other values (23) | 28 |
| Value | Count | Frequency (%) |
| 1.13 | 1 | 1.7% |
| 1.75 | 2 | |
| 2.38 | 1 | 1.7% |
| 2.63 | 4 | |
| 2.88 | 2 | |
| 3 | 1 | 1.7% |
| 3.25 | 1 | 1.7% |
| 3.38 | 1 | 1.7% |
| 3.5 | 1 | 1.7% |
| 3.75 | 1 | 1.7% |
| Value | Count | Frequency (%) |
| 10 | 1 | 1.7% |
| 8.5 | 1 | 1.7% |
| 8.25 | 1 | 1.7% |
| 7.5 | 2 | |
| 7 | 2 | |
| 6.88 | 1 | 1.7% |
| 6.63 | 1 | 1.7% |
| 5.88 | 1 | 1.7% |
| 5.75 | 1 | 1.7% |
| 5.63 | 4 |
Nerve
Real number (ℝ)
High correlation
| Distinct | 40 |
|---|---|
| Distinct (%) | 66.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.6148333 |
| Minimum | 0.88 |
|---|---|
| Maximum | 9.88 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 612.0 B |
Quantile statistics
| Minimum | 0.88 |
|---|---|
| 5-th percentile | 1.6175 |
| Q1 | 2.5975 |
| median | 4.19 |
| Q3 | 6.5325 |
| 95-th percentile | 8.886 |
| Maximum | 9.88 |
| Range | 9 |
| Interquartile range (IQR) | 3.935 |
Descriptive statistics
| Standard deviation | 2.4426455 |
|---|---|
| Coefficient of variation (CV) | 0.52930308 |
| Kurtosis | -0.921817 |
| Mean | 4.6148333 |
| Median Absolute Deviation (MAD) | 1.81 |
| Skewness | 0.46577015 |
| Sum | 276.89 |
| Variance | 5.9665169 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 6.63 | 3 | 5.0% |
| 2 | 3 | 5.0% |
| 4.88 | 3 | 5.0% |
| 3.63 | 3 | 5.0% |
| 2.75 | 3 | 5.0% |
| 6 | 2 | 3.3% |
| 3 | 2 | 3.3% |
| 5.88 | 2 | 3.3% |
| 1.75 | 2 | 3.3% |
| 2.63 | 2 | 3.3% |
| Other values (30) | 35 |
| Value | Count | Frequency (%) |
| 0.88 | 1 | 1.7% |
| 1.25 | 1 | 1.7% |
| 1.38 | 1 | 1.7% |
| 1.63 | 2 | |
| 1.75 | 2 | |
| 2 | 3 | |
| 2.25 | 1 | 1.7% |
| 2.38 | 2 | |
| 2.5 | 2 | |
| 2.63 | 2 |
| Value | Count | Frequency (%) |
| 9.88 | 1 | |
| 9.5 | 1 | |
| 9 | 1 | |
| 8.88 | 1 | |
| 8.38 | 2 | |
| 8.25 | 1 | |
| 8 | 1 | |
| 7.88 | 1 | |
| 7.75 | 1 | |
| 7.5 | 1 |
Durability
Real number (ℝ)
High correlation
| Distinct | 41 |
|---|---|
| Distinct (%) | 68.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.6128333 |
| Minimum | 0.75 |
|---|---|
| Maximum | 8.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 612.0 B |
Quantile statistics
| Minimum | 0.75 |
|---|---|
| 5-th percentile | 1.4875 |
| Q1 | 3.38 |
| median | 4.63 |
| Q3 | 5.7825 |
| 95-th percentile | 7.8985 |
| Maximum | 8.5 |
| Range | 7.75 |
| Interquartile range (IQR) | 2.4025 |
Descriptive statistics
| Standard deviation | 1.8821022 |
|---|---|
| Coefficient of variation (CV) | 0.40801436 |
| Kurtosis | -0.31225551 |
| Mean | 4.6128333 |
| Median Absolute Deviation (MAD) | 1.25 |
| Skewness | 0.10186303 |
| Sum | 276.77 |
| Variance | 3.5423088 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=41)
| Value | Count | Frequency (%) |
| 4.63 | 5 | 8.3% |
| 5 | 3 | 5.0% |
| 6.88 | 3 | 5.0% |
| 3.25 | 3 | 5.0% |
| 8.5 | 2 | 3.3% |
| 4.25 | 2 | 3.3% |
| 5.5 | 2 | 3.3% |
| 3.5 | 2 | 3.3% |
| 4.5 | 2 | 3.3% |
| 4.75 | 2 | 3.3% |
| Other values (31) | 34 |
| Value | Count | Frequency (%) |
| 0.75 | 1 | |
| 0.88 | 1 | |
| 1.25 | 1 | |
| 1.5 | 1 | |
| 1.88 | 2 | |
| 2.13 | 1 | |
| 2.38 | 1 | |
| 2.63 | 1 | |
| 2.75 | 1 | |
| 2.88 | 1 |
| Value | Count | Frequency (%) |
| 8.5 | 2 | |
| 8.25 | 1 | 1.7% |
| 7.88 | 1 | 1.7% |
| 7.75 | 1 | 1.7% |
| 7.38 | 1 | 1.7% |
| 6.88 | 3 | |
| 6.75 | 1 | 1.7% |
| 6.38 | 1 | 1.7% |
| 6.25 | 1 | 1.7% |
| 6.13 | 1 | 1.7% |
Hand-eye coordination
Real number (ℝ)
High correlation
| Distinct | 38 |
|---|---|
| Distinct (%) | 63.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9548333 |
| Minimum | 1.88 |
|---|---|
| Maximum | 9.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 612.0 B |
Quantile statistics
| Minimum | 1.88 |
|---|---|
| 5-th percentile | 2.3735 |
| Q1 | 3.13 |
| median | 4.44 |
| Q3 | 6.63 |
| 95-th percentile | 8.38 |
| Maximum | 9.25 |
| Range | 7.37 |
| Interquartile range (IQR) | 3.5 |
Descriptive statistics
| Standard deviation | 1.966328 |
|---|---|
| Coefficient of variation (CV) | 0.39685048 |
| Kurtosis | -0.94595037 |
| Mean | 4.9548333 |
| Median Absolute Deviation (MAD) | 1.56 |
| Skewness | 0.40092155 |
| Sum | 297.29 |
| Variance | 3.8664457 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 2.88 | 5 | 8.3% |
| 4.38 | 3 | 5.0% |
| 4.13 | 3 | 5.0% |
| 3.63 | 3 | 5.0% |
| 7.25 | 3 | 5.0% |
| 7.5 | 2 | 3.3% |
| 6.63 | 2 | 3.3% |
| 3.13 | 2 | 3.3% |
| 4 | 2 | 3.3% |
| 6 | 2 | 3.3% |
| Other values (28) | 33 |
| Value | Count | Frequency (%) |
| 1.88 | 1 | 1.7% |
| 2.13 | 1 | 1.7% |
| 2.25 | 1 | 1.7% |
| 2.38 | 1 | 1.7% |
| 2.5 | 1 | 1.7% |
| 2.63 | 1 | 1.7% |
| 2.75 | 1 | 1.7% |
| 2.88 | 5 | |
| 3 | 2 | 3.3% |
| 3.13 | 2 | 3.3% |
| Value | Count | Frequency (%) |
| 9.25 | 1 | 1.7% |
| 8.88 | 1 | 1.7% |
| 8.38 | 2 | |
| 8 | 1 | 1.7% |
| 7.88 | 1 | 1.7% |
| 7.5 | 2 | |
| 7.25 | 3 | |
| 7.13 | 1 | 1.7% |
| 7 | 1 | 1.7% |
| 6.75 | 1 | 1.7% |
Analytical Aptitude
Real number (ℝ)
High correlation
| Distinct | 30 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.7673333 |
| Minimum | 2.25 |
|---|---|
| Maximum | 7.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 612.0 B |
Quantile statistics
| Minimum | 2.25 |
|---|---|
| 5-th percentile | 2.6175 |
| Q1 | 3.4375 |
| median | 4.25 |
| Q3 | 6.16 |
| 95-th percentile | 7.386 |
| Maximum | 7.5 |
| Range | 5.25 |
| Interquartile range (IQR) | 2.7225 |
Descriptive statistics
| Standard deviation | 1.57683 |
|---|---|
| Coefficient of variation (CV) | 0.33075723 |
| Kurtosis | -1.2879645 |
| Mean | 4.7673333 |
| Median Absolute Deviation (MAD) | 1.37 |
| Skewness | 0.20088334 |
| Sum | 286.04 |
| Variance | 2.4863928 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 5.63 | 5 | 8.3% |
| 7.5 | 3 | 5.0% |
| 6.88 | 3 | 5.0% |
| 6.5 | 3 | 5.0% |
| 4.25 | 3 | 5.0% |
| 4.13 | 3 | 5.0% |
| 3.75 | 3 | 5.0% |
| 2.88 | 3 | 5.0% |
| 3 | 3 | 5.0% |
| 3.13 | 3 | 5.0% |
| Other values (20) | 28 |
| Value | Count | Frequency (%) |
| 2.25 | 1 | 1.7% |
| 2.38 | 2 | |
| 2.63 | 1 | 1.7% |
| 2.88 | 3 | |
| 3 | 3 | |
| 3.13 | 3 | |
| 3.25 | 2 | |
| 3.5 | 2 | |
| 3.63 | 1 | 1.7% |
| 3.75 | 3 |
| Value | Count | Frequency (%) |
| 7.5 | 3 | |
| 7.38 | 1 | 1.7% |
| 7.13 | 1 | 1.7% |
| 6.88 | 3 | |
| 6.75 | 1 | 1.7% |
| 6.5 | 3 | |
| 6.38 | 2 | |
| 6.25 | 1 | 1.7% |
| 6.13 | 1 | 1.7% |
| 6 | 1 | 1.7% |
Total
Real number (ℝ)
High correlation
| Distinct | 54 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.983333 |
| Minimum | 14.5 |
|---|---|
| Maximum | 72.375 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 612.0 B |
Quantile statistics
| Minimum | 14.5 |
|---|---|
| 5-th percentile | 25.35 |
| Q1 | 44.09375 |
| median | 48 |
| Q3 | 56.03125 |
| 95-th percentile | 67.9 |
| Maximum | 72.375 |
| Range | 57.875 |
| Interquartile range (IQR) | 11.9375 |
Descriptive statistics
| Standard deviation | 12.170519 |
|---|---|
| Coefficient of variation (CV) | 0.24846246 |
| Kurtosis | 0.48303486 |
| Mean | 48.983333 |
| Median Absolute Deviation (MAD) | 6.375 |
| Skewness | -0.537667 |
| Sum | 2939 |
| Variance | 148.12154 |
| Monotonicity | Decreasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 54.875 | 2 | 3.3% |
| 60.625 | 2 | 3.3% |
| 54.375 | 2 | 3.3% |
| 36.25 | 2 | 3.3% |
| 46 | 2 | 3.3% |
| 48 | 2 | 3.3% |
| 63.375 | 1 | 1.7% |
| 63.5 | 1 | 1.7% |
| 67.875 | 1 | 1.7% |
| 62.75 | 1 | 1.7% |
| Other values (44) | 44 |
| Value | Count | Frequency (%) |
| 14.5 | 1 | |
| 21.5 | 1 | |
| 24.875 | 1 | |
| 25.375 | 1 | |
| 27.5 | 1 | |
| 30.625 | 1 | |
| 31.75 | 1 | |
| 36.25 | 2 | |
| 37.875 | 1 | |
| 41.625 | 1 |
| Value | Count | Frequency (%) |
| 72.375 | 1 | |
| 71.75 | 1 | |
| 68.375 | 1 | |
| 67.875 | 1 | |
| 63.5 | 1 | |
| 63.375 | 1 | |
| 62.75 | 1 | |
| 62.5 | 1 | |
| 62.25 | 1 | |
| 61.5 | 1 |
Rank
Real number (ℝ)
High correlation Uniform
| Distinct | 54 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.4 |
| Minimum | 1 |
|---|---|
| Maximum | 60 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 612.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3.95 |
| Q1 | 15.75 |
| median | 30 |
| Q3 | 45.25 |
| 95-th percentile | 57.05 |
| Maximum | 60 |
| Range | 59 |
| Interquartile range (IQR) | 29.5 |
Descriptive statistics
| Standard deviation | 17.473661 |
|---|---|
| Coefficient of variation (CV) | 0.57479147 |
| Kurtosis | -1.2055722 |
| Mean | 30.4 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.0057869445 |
| Sum | 1824 |
| Variance | 305.32881 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 17 | 2 | 3.3% |
| 11 | 2 | 3.3% |
| 20 | 2 | 3.3% |
| 52 | 2 | 3.3% |
| 40 | 2 | 3.3% |
| 30 | 2 | 3.3% |
| 6 | 1 | 1.7% |
| 5 | 1 | 1.7% |
| 4 | 1 | 1.7% |
| 7 | 1 | 1.7% |
| Other values (44) | 44 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 60 | 1 | |
| 59 | 1 | |
| 58 | 1 | |
| 57 | 1 | |
| 56 | 1 | |
| 55 | 1 | |
| 54 | 1 | |
| 52 | 2 | |
| 51 | 1 | |
| 50 | 1 |
Interactions
Correlations
| Agility | Analytical Aptitude | Durability | Endurance | Flexibility | Hand-eye coordination | Nerve | Power | Rank | Speed | Strength | Total | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Agility | 1.000 | 0.478 | 0.529 | 0.473 | 0.661 | 0.512 | 0.277 | 0.399 | -0.808 | 0.603 | 0.244 | 0.808 |
| Analytical Aptitude | 0.478 | 1.000 | 0.285 | 0.381 | 0.022 | 0.729 | 0.172 | 0.067 | -0.531 | 0.217 | -0.064 | 0.531 |
| Durability | 0.529 | 0.285 | 1.000 | 0.614 | 0.335 | 0.102 | 0.619 | 0.466 | -0.777 | 0.443 | 0.645 | 0.777 |
| Endurance | 0.473 | 0.381 | 0.614 | 1.000 | 0.225 | 0.066 | 0.103 | 0.324 | -0.624 | 0.532 | 0.429 | 0.624 |
| Flexibility | 0.661 | 0.022 | 0.335 | 0.225 | 1.000 | 0.073 | 0.247 | 0.312 | -0.531 | 0.435 | 0.217 | 0.531 |
| Hand-eye coordination | 0.512 | 0.729 | 0.102 | 0.066 | 0.073 | 1.000 | 0.108 | 0.056 | -0.430 | 0.081 | -0.162 | 0.430 |
| Nerve | 0.277 | 0.172 | 0.619 | 0.103 | 0.247 | 0.108 | 1.000 | 0.225 | -0.512 | 0.090 | 0.365 | 0.512 |
| Power | 0.399 | 0.067 | 0.466 | 0.324 | 0.312 | 0.056 | 0.225 | 1.000 | -0.644 | 0.592 | 0.834 | 0.644 |
| Rank | -0.808 | -0.531 | -0.777 | -0.624 | -0.531 | -0.430 | -0.512 | -0.644 | 1.000 | -0.669 | -0.589 | -1.000 |
| Speed | 0.603 | 0.217 | 0.443 | 0.532 | 0.435 | 0.081 | 0.090 | 0.592 | -0.669 | 1.000 | 0.467 | 0.669 |
| Strength | 0.244 | -0.064 | 0.645 | 0.429 | 0.217 | -0.162 | 0.365 | 0.834 | -0.589 | 0.467 | 1.000 | 0.589 |
| Total | 0.808 | 0.531 | 0.777 | 0.624 | 0.531 | 0.430 | 0.512 | 0.644 | -1.000 | 0.669 | 0.589 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| SPORT | Endurance | Strength | Power | Speed | Agility | Flexibility | Nerve | Durability | Hand-eye coordination | Analytical Aptitude | Total | Rank | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Boxing | 8.63 | 8.13 | 8.63 | 6.38 | 6.25 | 4.38 | 8.88 | 8.50 | 7.00 | 5.63 | 72.375 | 1 |
| 1 | Ice Hockey | 7.25 | 7.13 | 7.88 | 7.75 | 7.63 | 4.88 | 6.00 | 8.25 | 7.50 | 7.50 | 71.750 | 2 |
| 2 | Football | 5.38 | 8.63 | 8.13 | 7.13 | 6.38 | 4.38 | 7.25 | 8.50 | 5.50 | 7.13 | 68.375 | 3 |
| 3 | Basketball | 7.38 | 6.25 | 6.50 | 7.25 | 8.13 | 5.63 | 4.13 | 7.75 | 7.50 | 7.38 | 67.875 | 4 |
| 4 | Wrestling | 6.63 | 8.38 | 7.13 | 5.13 | 6.38 | 7.50 | 5.00 | 6.75 | 4.25 | 6.38 | 63.500 | 5 |
| 5 | Martial Arts | 5.00 | 5.88 | 7.75 | 6.38 | 6.00 | 7.00 | 6.63 | 5.88 | 6.00 | 6.88 | 63.375 | 6 |
| 6 | Tennis | 7.25 | 5.13 | 7.13 | 6.75 | 7.75 | 5.63 | 3.00 | 5.00 | 8.38 | 6.75 | 62.750 | 7 |
| 7 | Gymnastics | 5.38 | 6.13 | 6.63 | 5.00 | 6.38 | 10.00 | 7.50 | 6.88 | 4.50 | 4.13 | 62.500 | 8 |
| 8 | Baseball/Softball | 4.63 | 5.75 | 7.63 | 6.50 | 6.75 | 4.75 | 5.13 | 5.63 | 9.25 | 6.25 | 62.250 | 9 |
| 9 | Soccer | 7.75 | 4.50 | 5.13 | 7.25 | 8.25 | 4.75 | 3.63 | 6.25 | 6.50 | 7.50 | 61.500 | 10 |
| SPORT | Endurance | Strength | Power | Speed | Agility | Flexibility | Nerve | Durability | Hand-eye coordination | Analytical Aptitude | Total | Rank | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50 | Golf | 3.25 | 3.88 | 6.13 | 1.63 | 1.75 | 4.00 | 2.50 | 2.38 | 6.00 | 6.38 | 37.875 | 51 |
| 51 | Cheerleading | 3.63 | 3.63 | 3.38 | 2.25 | 4.13 | 7.50 | 3.63 | 3.38 | 2.50 | 2.25 | 36.250 | 52 |
| 52 | Roller Skating | 4.75 | 3.38 | 4.00 | 5.13 | 4.00 | 3.50 | 2.63 | 3.38 | 2.88 | 2.63 | 36.250 | 52 |
| 53 | Equestrian | 3.38 | 3.25 | 1.75 | 1.25 | 2.50 | 2.88 | 6.00 | 2.75 | 2.88 | 5.13 | 31.750 | 54 |
| 54 | Archery | 2.88 | 4.50 | 3.13 | 1.13 | 1.63 | 2.63 | 2.75 | 2.13 | 6.63 | 3.25 | 30.625 | 55 |
| 55 | Curling | 2.25 | 2.63 | 2.50 | 1.50 | 2.25 | 2.63 | 1.75 | 1.50 | 4.88 | 5.63 | 27.500 | 56 |
| 56 | Bowling | 2.25 | 2.75 | 3.38 | 1.00 | 1.88 | 2.38 | 1.63 | 1.25 | 4.75 | 4.13 | 25.375 | 57 |
| 57 | Shooting | 2.25 | 2.50 | 1.38 | 0.88 | 1.13 | 1.75 | 2.38 | 1.88 | 6.75 | 4.00 | 24.875 | 58 |
| 58 | Billiards | 1.00 | 1.00 | 1.75 | 0.75 | 1.00 | 2.63 | 1.63 | 0.75 | 5.25 | 5.75 | 21.500 | 59 |
| 59 | Fishing | 1.38 | 1.63 | 1.25 | 0.63 | 1.50 | 1.13 | 0.88 | 0.88 | 2.38 | 2.88 | 14.500 | 60 |